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数据决策智能体 (data decision agent)：问数 · 分析 · 决策 · 行动，一条对话链路。语义优先的 NL→SQL——一份人工确认的语义模型划定可答边界；答案与判定由确定性引擎求值、零 LLM、带证据，测不出就说测不出。…
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